Francesca D. Faraci

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Luigi FiorilloUniversity of Applied Sciences and Arts of Southern SwitzerlandVerified email at supsi.ch
Athina TzovaraUniversity of Bern, SwitzerlandVerified email at inf.unibe.ch
Alessandro PuiattiUniversity of Applied Sciences of Southern SwitzerlandVerified email at supsi.ch
Pietro-Luca RattiFellow in Neurology - Epilepsy, University of Montreal, QC, CanadaVerified email at alcentrodelsonno.it
Paolo FavaroProfessor of Computer Vision, University of BernVerified email at iam.unibe.ch
Andreas HierlemannProfessor at ETH Zurich, Department of Biosystems Science and Engineering in Basel, SwitzerlandVerified email at bsse.ethz.ch
Sadik HafizovicZurich Instruments AGVerified email at zhinst.com
Michela PapandreaSenior Lecturer-Researcher, University of Applied Sciences and Arts of Southern Switzerland (SUPSI)Verified email at supsi.ch
Urs FreyMaxWell Biosystems AGVerified email at mxwbio.com
Giuliana MonachinoUniversity of Applied Sciences and Arts of Southern SwitzerlandVerified email at supsi.ch
Panagiotis BargiotasAss. Professor of Neurology, Medical School, University of Cyprus, Nicosia, BernVerified email at ucy.ac.cy
Marco BalliniimecVerified email at imec.be
Florence Marcelle AellenPost Doc at Institute of Computer Science and Department of Biomedical Research, University of BernVerified email at unibe.ch
Jan MüllerMaxWell Biosystems AGVerified email at mxwbio.com
Douglas J. BakkumResearch Scientist, ETH Zurich, Department of Bio Systems Science and EngineeringVerified email at bsse.ethz.ch
Ian FlintoftSMIEEE, MIETVerified email at ieee.org
Franco BisceglieUniversity of ParmaVerified email at unipr.it
andy marvinProfessor of Applied Electromagnetics, University of York, UKVerified email at york.ac.uk
Beatrice ZanchiPhDVerified email at supsi.ch
Silvia GiordanoProf. Networking, SUPSIVerified email at supsi.ch

Francesca D. Faraci

Senior Lecturer and Researcher at School of Applied Sciences and Arts of Southern Switzerland

Verified email at supsi.ch

AI for HealthCare Bio Signal Processing Machine Learning Advanced Stastistics Medical Data Analysis


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Addressing bias in big data and AI for health care: A call for open science N Norori, Q Hu, FM Aellen, FD Faraci, A Tzovara Patterns 2 (10), 2021	514	2021
Switch-matrix-based high-density microelectrode array in CMOS technology U Frey, J Sedivy, F Heer, R Pedron, M Ballini, J Mueller, D Bakkum, ... IEEE Journal of Solid-State Circuits 45 (2), 467-482, 2010	306	2010
Automated sleep scoring: A review of the latest approaches L Fiorillo, A Puiatti, M Papandrea, PL Ratti, P Favaro, C Roth, P Bargiotas, ... Sleep medicine reviews 48, 101204, 2019	262	2019
Deepsleepnet-lite: A simplified automatic sleep stage scoring model with uncertainty estimates L Fiorillo, P Favaro, FD Faraci IEEE transactions on neural systems and rehabilitation engineering 29, 2076-2085, 2021	90	2021
Wearables in the home-based assessment of abnormal movements in Parkinson’s disease: a systematic review of the literature S Ancona, FD Faraci, E Khatab, L Fiorillo, O Gnarra, T Nef, CLA Bassetti, ... Journal of neurology, 1-11, 2022	68	2022
Reduction of potassium cyanide usage in a consolidated industrial process for gold recovery from wastes and scraps F Bisceglie, D Civati, B Bonati, FD Faraci Journal of cleaner production 142, 1810-1818, 2017	49	2017
Using barometric pressure data to recognize vertical displacement activities on smartphones S Vanini, F Faraci, A Ferrari, S Giordano Computer Communications 87, 37-48, 2016	45	2016
Addressing bias in big data and AI for health care: A call for open science. Patterns, 2 (10), 100347 N Norori, Q Hu, FM Aellen, FD Faraci, A Tzovara	23	2021
U-Sleep’s resilience to AASM guidelines L Fiorillo, G Monachino, J van der Meer, M Pesce, JD Warncke, ... NPJ digital medicine 6 (1), 33, 2023	22	2023
Depth recording capabilities of planar high-density microelectrode arrays U Frey, U Egert, D Jackel, J Sedivy, M Ballini, P Livi, F Faraci, F Heer, ... 2009 4th International IEEE/EMBS Conference on Neural Engineering, 207-210, 2009	16	2009
Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring L Fiorillo, D Pedroncelli, V Agostini, P Favaro, FD Faraci Sleep, 2023	14	2023
Deep Generative Models: The winning key for large and easily accessible ECG datasets? G Monachino, B Zanchi, L Fiorillo, G Conte, A Auricchio, A Tzovara, ... Computers in biology and medicine, 107655, 2023	9	2023
Identification of Brugada syndrome based on P-wave features: an artificial intelligence-based approach B Zanchi, FD Faraci, A Gharaviri, M Bergonti, T Monga, A Auricchio, ... Europace 25 (11), euad334, 2023	9	2023
The SleepFit tablet application for home-based clinical data collection in Parkinson disease: user-centric development and usability study A Mascheroni, EK Choe, Y Luo, M Marazza, C Ferlito, S Caverzasio, ... JMIR mHealth and uHealth 9 (6), e16304, 2021	8	2021
A new prospective, home-based monitoring of motor symptoms in Parkinson’s disease PL Ratti, F Faraci, S Hackethal, A Mascheroni, C Ferlito, S Caverzasio, ... Journal of Parkinson's disease 9 (4), 803-809, 2019	8	2019
AutoPlay: a smart toys-kit for an objective analysis of children ludic behavior and development FD Faraci, M Papandrea, A Puiatti, S Agustoni, S Giulivi, V D’Apuzzo, ... 2018 IEEE International Symposium on Medical Measurements and Applications …, 2018	8	2018
SAR and induced current measurements on wired hands-free mobile telephones SJ Porter, MH Capstick, F Faraci, ID Flintoft, AC Marvin IET Digital Library, 2004	7	2004
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study L Fiorillo, M Wand, I Marino, P Favaro, FD Faraci 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020	5	2020
Sensor data synchronization in a IoT environment for infants motricity measurement S Sguazza, A Puiatti, S Bernaschina, F Faraci, G Ramelli, V D’Apuzzo, ... IoT Technologies for HealthCare: 6th EAI International Conference …, 2020	5	2020
SAR testing of hands-free mobile telephones SJ Porter, MH Capstick, F Faraci, ID Flintoft MTHR, 2005	4	2005

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